This repository contains base pre-trained models (e.g. AlexNet, VGG16, ResNet, Inception etc.) and datasets (SVHN, CIFAR10 etc.) in PyTorch and is supposed to be an easy entry point for beginners, as well as a sample for different quantization techniques to further reduce model size.